Dataset info
| Number of variables | 51 |
|---|---|
| Number of observations | 1011 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 402.9 KiB |
| Average record size in memory | 408.1 B |
Variables types
| Numeric | 23 |
|---|---|
| Categorical | 14 |
| Boolean | 8 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 1 |
| Rejected | 5 |
| Unsupported | 0 |
Warnings
Change_%_Copper has a high cardinality: 355 distinct values | Warning |
Change_%_Live_Cattle has a high cardinality: 330 distinct values | Warning |
Change_%_Lumber has a high cardinality: 444 distinct values | Warning |
Change_%_WTI has a high cardinality: 424 distinct values | Warning |
Change_OJ has a high cardinality: 420 distinct values | Warning |
Change_US_Cotton_2 has a high cardinality: 361 distinct values | Warning |
Change_US_Soybean_Oil has a high cardinality: 332 distinct values | Warning |
Change_US_Wheat has a high cardinality: 422 distinct values | Warning |
date only contains datetime values, but is categorical. Consider applying pd.to_datetime() | Type |
precip_DAL has 760 (75.2%) zeros | Zeros |
precip_GUA has 845 (83.6%) zeros | Zeros |
precip_HUS has 713 (70.5%) zeros | Zeros |
precip_JUA has 897 (88.7%) zeros | Zeros |
precip_LEO has 956 (94.6%) zeros | Zeros |
precip_MEX has 762 (75.4%) zeros | Zeros |
precip_MON has 521 (51.5%) zeros | Zeros |
precip_PHO has 922 (91.2%) zeros | Zeros |
precip_PUE has 714 (70.6%) zeros | Zeros |
precip_SDO has 901 (89.1%) zeros | Zeros |
precip_TOR has 603 (59.6%) zeros | Zeros |
precip_TUL has 726 (71.8%) zeros | Zeros |
precip_VAN has 584 (57.8%) zeros | Zeros |
temp_GUA has 111 (11.0%) zeros | Zeros |
temp_HUS is highly correlated with temp_DAL (ρ = 0.9295253638) | Rejected |
temp_LEO has 516 (51.0%) zeros | Zeros |
temp_MEX has 120 (11.9%) zeros | Zeros |
temp_MON has 35 (3.5%) zeros | Zeros |
temp_PEU has 51 (5.0%) zeros | Zeros |
temp_TOR is highly correlated with temp_MON (ρ = 0.9020876494) | Rejected |
temp_TUL is highly correlated with temp_DAL (ρ = 0.9617851125) | Rejected |
temp_VAN has 13 (1.3%) zeros | Zeros |
Vol_Copper has a high cardinality: 347 distinct values | Warning |
Vol_Live_Cattle has a high cardinality: 616 distinct values | Warning |
Vol_Lumber has a high cardinality: 107 distinct values | Warning |
Vol_OJ has a high cardinality: 175 distinct values | Warning |
Vol_US_Cotton_2 has constant value "0" | Rejected |
Vol_US_Soybean_Oil has a high cardinality: 603 distinct values | Warning |
Vol_US_Wheat has constant value "0" | Rejected |
Vol_WTI has a high cardinality: 684 distinct values | Warning |
Change_%_Copper
Categorical
| Distinct count | 355 |
|---|---|
| Unique (%) | 35.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.10% | 8 |
| 0.53% | 7 |
| Other values (352) |
| Value | Count | Frequency (%) | |
| 0 | 301 | 29.8% | |
| 0.10% | 8 | 0.8% | |
| 0.53% | 7 | 0.7% | |
| 0.04% | 7 | 0.7% | |
| -0.04% | 7 | 0.7% | |
| 0.48% | 6 | 0.6% | |
| 0.26% | 6 | 0.6% | |
| -0.30% | 6 | 0.6% | |
| 0.00% | 6 | 0.6% | |
| -0.73% | 6 | 0.6% | |
| Other values (345) | 651 | 64.4% |
| Max length | 6 |
|---|---|
| Mean length | 4.158259149 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Change_%_Live_Cattle
Categorical
| Distinct count | 330 |
|---|---|
| Unique (%) | 32.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.00% | 14 |
| 0.28% | 9 |
| Other values (327) |
| Value | Count | Frequency (%) | |
| 0 | 313 | 31.0% | |
| 0.00% | 14 | 1.4% | |
| 0.28% | 9 | 0.9% | |
| 0.02% | 7 | 0.7% | |
| -0.25% | 7 | 0.7% | |
| -0.02% | 7 | 0.7% | |
| -0.18% | 7 | 0.7% | |
| -0.57% | 6 | 0.6% | |
| 0.77% | 6 | 0.6% | |
| -0.14% | 6 | 0.6% | |
| Other values (320) | 629 | 62.2% |
| Max length | 7 |
|---|---|
| Mean length | 4.088031652 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Change_%_Lumber
Categorical
| Distinct count | 444 |
|---|---|
| Unique (%) | 43.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.00% | 7 |
| -0.03% | 6 |
| Other values (441) |
| Value | Count | Frequency (%) | |
| 0 | 313 | 31.0% | |
| 0.00% | 7 | 0.7% | |
| -0.03% | 6 | 0.6% | |
| -1.82% | 5 | 0.5% | |
| -0.70% | 5 | 0.5% | |
| 1.59% | 5 | 0.5% | |
| 0.78% | 4 | 0.4% | |
| 0.37% | 4 | 0.4% | |
| 0.35% | 4 | 0.4% | |
| -1.25% | 4 | 0.4% | |
| Other values (434) | 654 | 64.7% |
| Max length | 7 |
|---|---|
| Mean length | 4.103857567 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Change_%_WTI
Categorical
| Distinct count | 424 |
|---|---|
| Unique (%) | 41.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.38% | 7 |
| 0.13% | 5 |
| Other values (421) |
| Value | Count | Frequency (%) | |
| 0 | 280 | 27.7% | |
| 0.38% | 7 | 0.7% | |
| 0.13% | 5 | 0.5% | |
| 1.06% | 5 | 0.5% | |
| -0.03% | 5 | 0.5% | |
| 0.57% | 5 | 0.5% | |
| -0.17% | 5 | 0.5% | |
| 0.42% | 5 | 0.5% | |
| 0.69% | 5 | 0.5% | |
| 0.07% | 5 | 0.5% | |
| Other values (414) | 684 | 67.7% |
| Max length | 6 |
|---|---|
| Mean length | 4.213649852 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Change_OJ
Categorical
| Distinct count | 420 |
|---|---|
| Unique (%) | 41.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| -0.45% | 6 |
| 0.54% | 6 |
| Other values (417) |
| Value | Count | Frequency (%) | |
| 0 | 313 | 31.0% | |
| -0.45% | 6 | 0.6% | |
| 0.54% | 6 | 0.6% | |
| -0.22% | 5 | 0.5% | |
| 0.41% | 5 | 0.5% | |
| 0.00% | 5 | 0.5% | |
| -0.73% | 5 | 0.5% | |
| -0.03% | 5 | 0.5% | |
| 0.66% | 4 | 0.4% | |
| -0.55% | 4 | 0.4% | |
| Other values (410) | 653 | 64.6% |
| Max length | 6 |
|---|---|
| Mean length | 4.113748764 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Change_US_Cotton_2
Categorical
| Distinct count | 361 |
|---|---|
| Unique (%) | 35.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.42% | 7 |
| -0.74% | 7 |
| Other values (358) |
| Value | Count | Frequency (%) | |
| 0 | 311 | 30.8% | |
| 0.42% | 7 | 0.7% | |
| -0.74% | 7 | 0.7% | |
| 0.13% | 7 | 0.7% | |
| -0.39% | 6 | 0.6% | |
| 0.44% | 6 | 0.6% | |
| 0.14% | 6 | 0.6% | |
| -0.09% | 6 | 0.6% | |
| -0.33% | 5 | 0.5% | |
| -0.89% | 5 | 0.5% | |
| Other values (351) | 645 | 63.8% |
| Max length | 6 |
|---|---|
| Mean length | 4.12363996 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Change_US_Soybean_Oil
Categorical
| Distinct count | 332 |
|---|---|
| Unique (%) | 32.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.00% | 10 |
| 0.03% | 10 |
| Other values (329) |
| Value | Count | Frequency (%) | |
| 0 | 298 | 29.5% | |
| 0.00% | 10 | 1.0% | |
| 0.03% | 10 | 1.0% | |
| -0.06% | 9 | 0.9% | |
| -0.03% | 8 | 0.8% | |
| 0.07% | 8 | 0.8% | |
| -0.10% | 7 | 0.7% | |
| 0.06% | 7 | 0.7% | |
| -0.59% | 6 | 0.6% | |
| -0.34% | 6 | 0.6% | |
| Other values (322) | 642 | 63.5% |
| Max length | 6 |
|---|---|
| Mean length | 4.191889219 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Change_US_Wheat
Categorical
| Distinct count | 422 |
|---|---|
| Unique (%) | 41.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.00% | 10 |
| -0.34% | 8 |
| Other values (419) |
| Value | Count | Frequency (%) | |
| 0 | 302 | 29.9% | |
| 0.00% | 10 | 1.0% | |
| -0.34% | 8 | 0.8% | |
| 0.35% | 6 | 0.6% | |
| -0.05% | 6 | 0.6% | |
| 1.53% | 5 | 0.5% | |
| 0.64% | 5 | 0.5% | |
| -1.59% | 5 | 0.5% | |
| -0.72% | 4 | 0.4% | |
| -0.76% | 4 | 0.4% | |
| Other values (412) | 656 | 64.9% |
| Max length | 6 |
|---|---|
| Mean length | 4.164193867 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
date
Categorical, Unique
| First 5 values |
|---|
| 2017-01-01 |
| 2017-01-02 |
| 2017-01-03 |
| 2017-01-04 |
| 2017-01-05 |
| Last 5 values |
|---|
| 2019-11-29 |
| 2019-11-30 |
| 2019-12-01 |
| 2019-12-02 |
| 2019-12-03 |
First 5 values
| Value | Count | Frequency (%) | |
| 2017-01-01 | 1 | 0.1% | |
| 2017-01-02 | 1 | 0.1% | |
| 2017-01-03 | 1 | 0.1% | |
| 2017-01-04 | 1 | 0.1% | |
| 2017-01-05 | 1 | 0.1% |
Last 5 values
| Value | Count | Frequency (%) | |
| 2019-12-03 | 1 | 0.1% | |
| 2019-12-02 | 1 | 0.1% | |
| 2019-12-01 | 1 | 0.1% | |
| 2019-11-30 | 1 | 0.1% | |
| 2019-11-29 | 1 | 0.1% |
precip_DAL
Numeric
| Distinct count | 99 |
|---|---|
| Unique (%) | 9.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.966369931 |
|---|---|
| Minimum | 0 |
| Maximum | 97.3 |
| Zeros (%) | 75.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 20.35 |
| Maximum | 97.3 |
| Range | 97.3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 10.15073311 |
|---|---|
| Coef of variation | 3.421937705 |
| Kurtosis | 29.11426819 |
| Mean | 2.966369931 |
| MAD | 4.86364902 |
| Skewness | 5.003596053 |
| Sum | 2999 |
| Variance | 103.0373828 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.15 0.4 2.4 4.2 10.15 33.25 97.3 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 760 | 75.2% | |
| 0.3 | 34 | 3.4% | |
| 0.8 | 12 | 1.2% | |
| 1 | 11 | 1.1% | |
| 1.8 | 10 | 1.0% | |
| 1.5 | 9 | 0.9% | |
| 0.5 | 8 | 0.8% | |
| 2 | 7 | 0.7% | |
| 2.3 | 7 | 0.7% | |
| 9.1 | 6 | 0.6% | |
| Other values (89) | 147 | 14.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 760 | 75.2% | |
| 0.3 | 34 | 3.4% | |
| 0.5 | 8 | 0.8% | |
| 0.8 | 12 | 1.2% | |
| 1 | 11 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 97.3 | 1 | 0.1% | |
| 89.4 | 1 | 0.1% | |
| 73.4 | 1 | 0.1% | |
| 70.4 | 1 | 0.1% | |
| 69.9 | 1 | 0.1% |
precip_GUA
Numeric
| Distinct count | 78 |
|---|---|
| Unique (%) | 7.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.607121662 |
|---|---|
| Minimum | 0 |
| Maximum | 61.7 |
| Zeros (%) | 83.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 11.05 |
| Maximum | 61.7 |
| Range | 61.7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 6.216226668 |
|---|---|
| Coef of variation | 3.867925382 |
| Kurtosis | 37.63914175 |
| Mean | 1.607121662 |
| MAD | 2.770726753 |
| Skewness | 5.610862613 |
| Sum | 1624.8 |
| Variance | 38.64147398 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.15 1.15 2.65 12.45 36.05 61.7 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 845 | 83.6% | |
| 0.5 | 13 | 1.3% | |
| 1 | 10 | 1.0% | |
| 0.8 | 10 | 1.0% | |
| 0.3 | 9 | 0.9% | |
| 1.5 | 7 | 0.7% | |
| 2.5 | 6 | 0.6% | |
| 2 | 6 | 0.6% | |
| 1.3 | 5 | 0.5% | |
| 5.1 | 3 | 0.3% | |
| Other values (68) | 97 | 9.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 845 | 83.6% | |
| 0.3 | 9 | 0.9% | |
| 0.5 | 13 | 1.3% | |
| 0.8 | 10 | 1.0% | |
| 1 | 10 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 61.7 | 1 | 0.1% | |
| 60.5 | 1 | 0.1% | |
| 59.9 | 1 | 0.1% | |
| 48.5 | 1 | 0.1% | |
| 44.7 | 1 | 0.1% |
precip_HUS
Numeric
| Distinct count | 111 |
|---|---|
| Unique (%) | 11.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.456676558 |
|---|---|
| Minimum | 0 |
| Maximum | 306.6 |
| Zeros (%) | 70.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.5 |
| 95-th percentile | 23.9 |
| Maximum | 306.6 |
| Range | 306.6 |
| Interquartile range | 0.5 |
Descriptive statistics
| Standard deviation | 19.24940432 |
|---|---|
| Coef of variation | 4.319228482 |
| Kurtosis | 128.8492908 |
| Mean | 4.456676558 |
| MAD | 7.150059729 |
| Skewness | 10.02308219 |
| Sum | 4505.7 |
| Variance | 370.5395668 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.000e+00 1.500e-01 9.000e-01 5.200e+00 1.495e+01 4.180e+01 8.740e+01 3.066e+02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 713 | 70.5% | |
| 0.3 | 35 | 3.5% | |
| 0.5 | 18 | 1.8% | |
| 0.8 | 18 | 1.8% | |
| 1.8 | 10 | 1.0% | |
| 2.5 | 9 | 0.9% | |
| 1.3 | 9 | 0.9% | |
| 4.3 | 8 | 0.8% | |
| 1.5 | 7 | 0.7% | |
| 2 | 6 | 0.6% | |
| Other values (101) | 178 | 17.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 713 | 70.5% | |
| 0.3 | 35 | 3.5% | |
| 0.5 | 18 | 1.8% | |
| 0.8 | 18 | 1.8% | |
| 1 | 4 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 306.6 | 1 | 0.1% | |
| 279.1 | 1 | 0.1% | |
| 239 | 1 | 0.1% | |
| 152.4 | 1 | 0.1% | |
| 121.7 | 1 | 0.1% |
precip_JUA
Numeric
| Distinct count | 51 |
|---|---|
| Unique (%) | 5.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.621859545 |
|---|---|
| Minimum | 0 |
| Maximum | 36.8 |
| Zeros (%) | 88.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.65 |
| Maximum | 36.8 |
| Range | 36.8 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.117702077 |
|---|---|
| Coef of variation | 5.013514872 |
| Kurtosis | 55.73004843 |
| Mean | 0.621859545 |
| MAD | 1.118931907 |
| Skewness | 7.049863863 |
| Sum | 628.7 |
| Variance | 9.720066242 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.15 0.4 3.95 11.4 36.8 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 897 | 88.7% | |
| 0.3 | 22 | 2.2% | |
| 0.8 | 9 | 0.9% | |
| 0.5 | 6 | 0.6% | |
| 1.5 | 5 | 0.5% | |
| 1.8 | 5 | 0.5% | |
| 2.5 | 5 | 0.5% | |
| 3.6 | 4 | 0.4% | |
| 3 | 4 | 0.4% | |
| 2 | 4 | 0.4% | |
| Other values (41) | 50 | 4.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 897 | 88.7% | |
| 0.3 | 22 | 2.2% | |
| 0.5 | 6 | 0.6% | |
| 0.8 | 9 | 0.9% | |
| 1 | 3 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 36.8 | 1 | 0.1% | |
| 30 | 1 | 0.1% | |
| 27.4 | 1 | 0.1% | |
| 26.9 | 1 | 0.1% | |
| 26.7 | 1 | 0.1% |
precip_LEO
Numeric
| Distinct count | 37 |
|---|---|
| Unique (%) | 3.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.5508407517 |
|---|---|
| Minimum | 0 |
| Maximum | 70.9 |
| Zeros (%) | 94.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.4 |
| Maximum | 70.9 |
| Range | 70.9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 4.254710469 |
|---|---|
| Coef of variation | 7.724029959 |
| Kurtosis | 166.4400972 |
| Mean | 0.5508407517 |
| MAD | 1.044336629 |
| Skewness | 11.92099137 |
| Sum | 556.9 |
| Variance | 18.10256117 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=37)
Histogram with variable size bins (bins=[ 0. 0.15 2.4 15.45 70.9 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 956 | 94.6% | |
| 0.5 | 6 | 0.6% | |
| 0.3 | 4 | 0.4% | |
| 2.3 | 3 | 0.3% | |
| 1 | 3 | 0.3% | |
| 1.5 | 3 | 0.3% | |
| 0.8 | 2 | 0.2% | |
| 1.8 | 2 | 0.2% | |
| 3.3 | 2 | 0.2% | |
| 6.1 | 2 | 0.2% | |
| Other values (27) | 28 | 2.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 956 | 94.6% | |
| 0.3 | 4 | 0.4% | |
| 0.5 | 6 | 0.6% | |
| 0.8 | 2 | 0.2% | |
| 1 | 3 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 70.9 | 1 | 0.1% | |
| 67.3 | 1 | 0.1% | |
| 54.1 | 1 | 0.1% | |
| 33.3 | 1 | 0.1% | |
| 29.5 | 1 | 0.1% |
precip_MEX
Numeric
| Distinct count | 75 |
|---|---|
| Unique (%) | 7.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.564490603 |
|---|---|
| Minimum | 0 |
| Maximum | 46.2 |
| Zeros (%) | 75.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 10.55 |
| Maximum | 46.2 |
| Range | 46.2 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 4.519361561 |
|---|---|
| Coef of variation | 2.888711221 |
| Kurtosis | 24.98241333 |
| Mean | 1.564490603 |
| MAD | 2.486661951 |
| Skewness | 4.431744795 |
| Sum | 1581.7 |
| Variance | 20.42462892 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.15 1.15 6.5 12.05 19.95 46.2 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 762 | 75.4% | |
| 0.3 | 22 | 2.2% | |
| 0.5 | 17 | 1.7% | |
| 0.8 | 13 | 1.3% | |
| 1 | 12 | 1.2% | |
| 1.8 | 11 | 1.1% | |
| 6.1 | 7 | 0.7% | |
| 1.3 | 7 | 0.7% | |
| 2.3 | 6 | 0.6% | |
| 4.3 | 6 | 0.6% | |
| Other values (65) | 148 | 14.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 762 | 75.4% | |
| 0.3 | 22 | 2.2% | |
| 0.5 | 17 | 1.7% | |
| 0.8 | 13 | 1.3% | |
| 1 | 12 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 46.2 | 1 | 0.1% | |
| 36.1 | 1 | 0.1% | |
| 34 | 1 | 0.1% | |
| 31.5 | 1 | 0.1% | |
| 28.2 | 1 | 0.1% |
precip_MON
Numeric
| Distinct count | 176 |
|---|---|
| Unique (%) | 17.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.216419387 |
|---|---|
| Minimum | 0 |
| Maximum | 64.8 |
| Zeros (%) | 51.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2.8 |
| 95-th percentile | 17 |
| Maximum | 64.8 |
| Range | 64.8 |
| Interquartile range | 2.8 |
Descriptive statistics
| Standard deviation | 7.231239122 |
|---|---|
| Coef of variation | 2.248226445 |
| Kurtosis | 18.38352746 |
| Mean | 3.216419387 |
| MAD | 4.403743197 |
| Skewness | 3.781562391 |
| Sum | 3251.8 |
| Variance | 52.29081925 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.1 0.25 0.55 1.45 4.15 11.55 20.3 32.65 64.8 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 521 | 51.5% | |
| 0.2 | 59 | 5.8% | |
| 0.3 | 18 | 1.8% | |
| 0.4 | 16 | 1.6% | |
| 0.5 | 16 | 1.6% | |
| 0.9 | 14 | 1.4% | |
| 1 | 11 | 1.1% | |
| 0.7 | 9 | 0.9% | |
| 1.4 | 8 | 0.8% | |
| 1.3 | 7 | 0.7% | |
| Other values (166) | 332 | 32.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 521 | 51.5% | |
| 0.2 | 59 | 5.8% | |
| 0.3 | 18 | 1.8% | |
| 0.4 | 16 | 1.6% | |
| 0.5 | 16 | 1.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 64.8 | 1 | 0.1% | |
| 58.8 | 1 | 0.1% | |
| 51.3 | 1 | 0.1% | |
| 49.9 | 1 | 0.1% | |
| 44.4 | 1 | 0.1% |
precip_PHO
Numeric
| Distinct count | 43 |
|---|---|
| Unique (%) | 4.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4798219585 |
|---|---|
| Minimum | 0 |
| Maximum | 59.9 |
| Zeros (%) | 91.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.5 |
| Maximum | 59.9 |
| Range | 59.9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.22856808 |
|---|---|
| Coef of variation | 6.728679302 |
| Kurtosis | 206.7368127 |
| Mean | 0.4798219585 |
| MAD | 0.8805008409 |
| Skewness | 12.9177081 |
| Sum | 485.1 |
| Variance | 10.42365185 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=43)
Histogram with variable size bins (bins=[ 0. 0.15 0.4 2.15 8.65 24.55 59.9 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 922 | 91.2% | |
| 0.3 | 15 | 1.5% | |
| 0.8 | 7 | 0.7% | |
| 0.5 | 6 | 0.6% | |
| 1.3 | 5 | 0.5% | |
| 1 | 4 | 0.4% | |
| 1.8 | 4 | 0.4% | |
| 1.5 | 3 | 0.3% | |
| 2 | 3 | 0.3% | |
| 2.3 | 2 | 0.2% | |
| Other values (33) | 40 | 4.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 922 | 91.2% | |
| 0.3 | 15 | 1.5% | |
| 0.5 | 6 | 0.6% | |
| 0.8 | 7 | 0.7% | |
| 1 | 4 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 59.9 | 1 | 0.1% | |
| 55.6 | 1 | 0.1% | |
| 25.7 | 1 | 0.1% | |
| 23.4 | 1 | 0.1% | |
| 21.8 | 1 | 0.1% |
precip_PUE
Numeric
| Distinct count | 85 |
|---|---|
| Unique (%) | 8.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.056478734 |
|---|---|
| Minimum | 0 |
| Maximum | 78.7 |
| Zeros (%) | 70.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.8 |
| 95-th percentile | 12.2 |
| Maximum | 78.7 |
| Range | 78.7 |
| Interquartile range | 0.8 |
Descriptive statistics
| Standard deviation | 5.672295453 |
|---|---|
| Coef of variation | 2.758256314 |
| Kurtosis | 43.42224513 |
| Mean | 2.056478734 |
| MAD | 3.131552135 |
| Skewness | 5.213098626 |
| Sum | 2079.1 |
| Variance | 32.17493571 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.15 1.15 3.95 8.75 18.65 40.25 78.7 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 714 | 70.6% | |
| 0.5 | 22 | 2.2% | |
| 0.3 | 19 | 1.9% | |
| 0.8 | 14 | 1.4% | |
| 1 | 14 | 1.4% | |
| 1.5 | 12 | 1.2% | |
| 7.9 | 10 | 1.0% | |
| 1.8 | 9 | 0.9% | |
| 3.3 | 9 | 0.9% | |
| 2.5 | 8 | 0.8% | |
| Other values (75) | 180 | 17.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 714 | 70.6% | |
| 0.3 | 19 | 1.9% | |
| 0.5 | 22 | 2.2% | |
| 0.8 | 14 | 1.4% | |
| 1 | 14 | 1.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 78.7 | 1 | 0.1% | |
| 41.9 | 1 | 0.1% | |
| 38.6 | 1 | 0.1% | |
| 36.6 | 1 | 0.1% | |
| 35.3 | 1 | 0.1% |
precip_SDO
Numeric
| Distinct count | 44 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.5973293769 |
|---|---|
| Minimum | 0 |
| Maximum | 59.4 |
| Zeros (%) | 89.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.4 |
| Maximum | 59.4 |
| Range | 59.4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.414781902 |
|---|---|
| Coef of variation | 5.716748638 |
| Kurtosis | 127.2009565 |
| Mean | 0.5973293769 |
| MAD | 1.079146011 |
| Skewness | 9.970577667 |
| Sum | 603.9 |
| Variance | 11.66073543 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=44)
Histogram with variable size bins (bins=[ 0. 0.15 0.65 4.95 19.6 59.4 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 901 | 89.1% | |
| 0.3 | 21 | 2.1% | |
| 0.5 | 11 | 1.1% | |
| 1.8 | 8 | 0.8% | |
| 4.1 | 5 | 0.5% | |
| 0.8 | 5 | 0.5% | |
| 1.3 | 4 | 0.4% | |
| 1 | 4 | 0.4% | |
| 2.8 | 4 | 0.4% | |
| 3.8 | 4 | 0.4% | |
| Other values (34) | 44 | 4.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 901 | 89.1% | |
| 0.3 | 21 | 2.1% | |
| 0.5 | 11 | 1.1% | |
| 0.8 | 5 | 0.5% | |
| 1 | 4 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 59.4 | 1 | 0.1% | |
| 39.9 | 1 | 0.1% | |
| 34.8 | 1 | 0.1% | |
| 28.2 | 1 | 0.1% | |
| 27.2 | 1 | 0.1% |
precip_TOR
Numeric
| Distinct count | 151 |
|---|---|
| Unique (%) | 14.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.422947577 |
|---|---|
| Minimum | 0 |
| Maximum | 58.2 |
| Zeros (%) | 59.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1.2 |
| 95-th percentile | 14.85 |
| Maximum | 58.2 |
| Range | 58.2 |
| Interquartile range | 1.2 |
Descriptive statistics
| Standard deviation | 6.022073885 |
|---|---|
| Coef of variation | 2.485433009 |
| Kurtosis | 19.7795371 |
| Mean | 2.422947577 |
| MAD | 3.552530082 |
| Skewness | 3.89556996 |
| Sum | 2449.6 |
| Variance | 36.26537388 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.1 0.25 1.05 3.35 8.9 18.65 33.2 58.2 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 603 | 59.6% | |
| 0.2 | 62 | 6.1% | |
| 0.4 | 19 | 1.9% | |
| 0.3 | 15 | 1.5% | |
| 0.5 | 13 | 1.3% | |
| 1.4 | 9 | 0.9% | |
| 0.6 | 9 | 0.9% | |
| 4.3 | 8 | 0.8% | |
| 1 | 8 | 0.8% | |
| 0.7 | 8 | 0.8% | |
| Other values (141) | 257 | 25.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 603 | 59.6% | |
| 0.2 | 62 | 6.1% | |
| 0.3 | 15 | 1.5% | |
| 0.4 | 19 | 1.9% | |
| 0.5 | 13 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 58.2 | 1 | 0.1% | |
| 52.9 | 1 | 0.1% | |
| 38.8 | 1 | 0.1% | |
| 36.1 | 1 | 0.1% | |
| 33.3 | 1 | 0.1% |
precip_TUL
Numeric
| Distinct count | 109 |
|---|---|
| Unique (%) | 10.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.360435213 |
|---|---|
| Minimum | 0 |
| Maximum | 103.4 |
| Zeros (%) | 71.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.5 |
| 95-th percentile | 20.45 |
| Maximum | 103.4 |
| Range | 103.4 |
| Interquartile range | 0.5 |
Descriptive statistics
| Standard deviation | 10.03489148 |
|---|---|
| Coef of variation | 2.98618805 |
| Kurtosis | 28.44095742 |
| Mean | 3.360435213 |
| MAD | 5.288276633 |
| Skewness | 4.780042256 |
| Sum | 3397.4 |
| Variance | 100.6990469 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.15 0.65 1.9 6.75 18.15 43.3 103.4 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 726 | 71.8% | |
| 0.3 | 28 | 2.8% | |
| 0.5 | 17 | 1.7% | |
| 1.3 | 13 | 1.3% | |
| 1.5 | 10 | 1.0% | |
| 0.8 | 8 | 0.8% | |
| 3 | 8 | 0.8% | |
| 6.4 | 7 | 0.7% | |
| 1.8 | 7 | 0.7% | |
| 4.3 | 5 | 0.5% | |
| Other values (99) | 182 | 18.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 726 | 71.8% | |
| 0.3 | 28 | 2.8% | |
| 0.5 | 17 | 1.7% | |
| 0.8 | 8 | 0.8% | |
| 1 | 3 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 103.4 | 1 | 0.1% | |
| 81 | 1 | 0.1% | |
| 80 | 1 | 0.1% | |
| 72.6 | 1 | 0.1% | |
| 71.4 | 1 | 0.1% |
precip_VAN
Numeric
| Distinct count | 123 |
|---|---|
| Unique (%) | 12.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.950544016 |
|---|---|
| Minimum | 0 |
| Maximum | 54.8 |
| Zeros (%) | 57.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2.8 |
| 95-th percentile | 16.5 |
| Maximum | 54.8 |
| Range | 54.8 |
| Interquartile range | 2.8 |
Descriptive statistics
| Standard deviation | 6.176692633 |
|---|---|
| Coef of variation | 2.093408063 |
| Kurtosis | 12.99642782 |
| Mean | 2.950544016 |
| MAD | 4.040678354 |
| Skewness | 3.168925629 |
| Sum | 2983 |
| Variance | 38.15153188 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.1 0.9 1.7 7.3 17.3 29. 54.8], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 584 | 57.8% | |
| 0.2 | 29 | 2.9% | |
| 0.4 | 21 | 2.1% | |
| 0.6 | 19 | 1.9% | |
| 0.8 | 17 | 1.7% | |
| 1.6 | 14 | 1.4% | |
| 1 | 13 | 1.3% | |
| 1.2 | 13 | 1.3% | |
| 2 | 11 | 1.1% | |
| 6.6 | 10 | 1.0% | |
| Other values (113) | 280 | 27.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 584 | 57.8% | |
| 0.2 | 29 | 2.9% | |
| 0.4 | 21 | 2.1% | |
| 0.6 | 19 | 1.9% | |
| 0.8 | 17 | 1.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 54.8 | 1 | 0.1% | |
| 46.4 | 1 | 0.1% | |
| 39.4 | 1 | 0.1% | |
| 35.2 | 1 | 0.1% | |
| 33.4 | 1 | 0.1% |
temp_DAL
Numeric
| Distinct count | 305 |
|---|---|
| Unique (%) | 30.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 21.18278932 |
|---|---|
| Minimum | -4.9 |
| Maximum | 36.1 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -4.9 |
|---|---|
| 5-th percentile | 5.7 |
| Q1 | 15 |
| Median | 22.6 |
| Q3 | 28.6 |
| 95-th percentile | 32.2 |
| Maximum | 36.1 |
| Range | 41 |
| Interquartile range | 13.6 |
Descriptive statistics
| Standard deviation | 8.626627012 |
|---|---|
| Coef of variation | 0.4072469816 |
| Kurtosis | -0.4749239543 |
| Mean | 21.18278932 |
| MAD | 7.242832698 |
| Skewness | -0.5755999989 |
| Sum | 21415.8 |
| Variance | 74.4186936 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-4.9 1.45 8.05 13.45 27.05 32.65 33.45 36.1 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 28.2 | 13 | 1.3% | |
| 29.9 | 11 | 1.1% | |
| 30.6 | 10 | 1.0% | |
| 31.3 | 10 | 1.0% | |
| 29.2 | 10 | 1.0% | |
| 23.1 | 9 | 0.9% | |
| 31.2 | 9 | 0.9% | |
| 27.8 | 9 | 0.9% | |
| 30.4 | 9 | 0.9% | |
| 19.3 | 9 | 0.9% | |
| Other values (295) | 912 | 90.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -4.9 | 1 | 0.1% | |
| -4.8 | 1 | 0.1% | |
| -4.7 | 1 | 0.1% | |
| -4.3 | 1 | 0.1% | |
| -3.3 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 36.1 | 2 | 0.2% | |
| 35.9 | 1 | 0.1% | |
| 35.8 | 1 | 0.1% | |
| 35.7 | 1 | 0.1% | |
| 34.6 | 1 | 0.1% |
temp_GUA
Numeric
| Distinct count | 151 |
|---|---|
| Unique (%) | 14.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 18.78971316 |
|---|---|
| Minimum | 0 |
| Maximum | 29.1 |
| Zeros (%) | 11.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 18 |
| Median | 20.9 |
| Q3 | 22.8 |
| 95-th percentile | 25.7 |
| Maximum | 29.1 |
| Range | 29.1 |
| Interquartile range | 4.8 |
Descriptive statistics
| Standard deviation | 7.205710951 |
|---|---|
| Coef of variation | 0.3834923339 |
| Kurtosis | 2.268275802 |
| Mean | 18.78971316 |
| MAD | 4.951074677 |
| Skewness | -1.79720052 |
| Sum | 18996.4 |
| Variance | 51.92227031 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 4.55 12.45 15.65 19.05 20.65 22.85 24.35 26.85 29.1 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 111 | 11.0% | |
| 20.7 | 22 | 2.2% | |
| 21.2 | 21 | 2.1% | |
| 21.7 | 20 | 2.0% | |
| 20.8 | 18 | 1.8% | |
| 21.4 | 18 | 1.8% | |
| 21.9 | 17 | 1.7% | |
| 22.6 | 17 | 1.7% | |
| 22.3 | 16 | 1.6% | |
| 21.3 | 15 | 1.5% | |
| Other values (141) | 736 | 72.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 111 | 11.0% | |
| 9.1 | 1 | 0.1% | |
| 11.5 | 1 | 0.1% | |
| 12.3 | 1 | 0.1% | |
| 12.6 | 2 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 29.1 | 1 | 0.1% | |
| 28.9 | 1 | 0.1% | |
| 28.3 | 1 | 0.1% | |
| 27.8 | 1 | 0.1% | |
| 27.7 | 1 | 0.1% |
temp_HUS
Highly correlated
This variable is highly correlated with temp_DAL and should be ignored for analysis
| Correlation | 0.9295253638 |
|---|
temp_JUA
Numeric
| Distinct count | 291 |
|---|---|
| Unique (%) | 28.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 21.05262117 |
|---|---|
| Minimum | -0.8 |
| Maximum | 36.7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.8 |
|---|---|
| 5-th percentile | 7.45 |
| Q1 | 14.6 |
| Median | 22.5 |
| Q3 | 27.7 |
| 95-th percentile | 32.2 |
| Maximum | 36.7 |
| Range | 37.5 |
| Interquartile range | 13.1 |
Descriptive statistics
| Standard deviation | 8.051760803 |
|---|---|
| Coef of variation | 0.3824588273 |
| Kurtosis | -0.9171470505 |
| Mean | 21.05262117 |
| MAD | 6.924973462 |
| Skewness | -0.3527126344 |
| Sum | 21284.2 |
| Variance | 64.83085203 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-0.8 4.15 6.75 10.25 23.85 33.45 36.7 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 24.1 | 11 | 1.1% | |
| 26.7 | 10 | 1.0% | |
| 27.2 | 10 | 1.0% | |
| 22.6 | 9 | 0.9% | |
| 30.8 | 9 | 0.9% | |
| 26.5 | 9 | 0.9% | |
| 27.9 | 9 | 0.9% | |
| 29.2 | 9 | 0.9% | |
| 26.6 | 8 | 0.8% | |
| 10.9 | 8 | 0.8% | |
| Other values (281) | 919 | 90.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.8 | 1 | 0.1% | |
| -0.4 | 1 | 0.1% | |
| 1.2 | 1 | 0.1% | |
| 1.6 | 1 | 0.1% | |
| 1.7 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 36.7 | 1 | 0.1% | |
| 35.6 | 1 | 0.1% | |
| 34.3 | 2 | 0.2% | |
| 33.8 | 3 | 0.3% | |
| 33.7 | 2 | 0.2% |
temp_LEO
Numeric
| Distinct count | 135 |
|---|---|
| Unique (%) | 13.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.14322453 |
|---|---|
| Minimum | 0 |
| Maximum | 32.3 |
| Zeros (%) | 51.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 22.7 |
| 95-th percentile | 26.7 |
| Maximum | 32.3 |
| Range | 32.3 |
| Interquartile range | 22.7 |
Descriptive statistics
| Standard deviation | 11.59171098 |
|---|---|
| Coef of variation | 1.040247457 |
| Kurtosis | -1.856087401 |
| Mean | 11.14322453 |
| MAD | 11.37468617 |
| Skewness | 0.1451367283 |
| Sum | 11265.8 |
| Variance | 134.3677635 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 6.1 12.85 16.85 20.55 25.65 27.85 30.1 32.3 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 516 | 51.0% | |
| 22.3 | 12 | 1.2% | |
| 22.6 | 10 | 1.0% | |
| 23.6 | 10 | 1.0% | |
| 21.7 | 9 | 0.9% | |
| 23.3 | 9 | 0.9% | |
| 23.9 | 9 | 0.9% | |
| 24.4 | 9 | 0.9% | |
| 21.9 | 9 | 0.9% | |
| 24.1 | 9 | 0.9% | |
| Other values (125) | 409 | 40.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 516 | 51.0% | |
| 12.2 | 1 | 0.1% | |
| 13.5 | 1 | 0.1% | |
| 13.9 | 1 | 0.1% | |
| 14.8 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 32.3 | 1 | 0.1% | |
| 30.2 | 1 | 0.1% | |
| 30 | 2 | 0.2% | |
| 29.8 | 1 | 0.1% | |
| 29.6 | 1 | 0.1% |
temp_MEX
Numeric
| Distinct count | 128 |
|---|---|
| Unique (%) | 12.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.02967359 |
|---|---|
| Minimum | 0 |
| Maximum | 26.1 |
| Zeros (%) | 11.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15.8 |
| Median | 17.7 |
| Q3 | 19.5 |
| 95-th percentile | 22.4 |
| Maximum | 26.1 |
| Range | 26.1 |
| Interquartile range | 3.7 |
Descriptive statistics
| Standard deviation | 6.360784075 |
|---|---|
| Coef of variation | 0.3968130754 |
| Kurtosis | 2.001044208 |
| Mean | 16.02967359 |
| MAD | 4.285937771 |
| Skewness | -1.739864978 |
| Sum | 16206 |
| Variance | 40.45957405 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 2.9 10.1 12.95 15.05 ... 19.85 20.95 22.75 24.15 26.1 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 120 | 11.9% | |
| 17.4 | 22 | 2.2% | |
| 18.8 | 22 | 2.2% | |
| 18.1 | 21 | 2.1% | |
| 17.3 | 20 | 2.0% | |
| 16.6 | 19 | 1.9% | |
| 18.2 | 19 | 1.9% | |
| 17.7 | 18 | 1.8% | |
| 19.2 | 18 | 1.8% | |
| 17.6 | 18 | 1.8% | |
| Other values (118) | 714 | 70.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 120 | 11.9% | |
| 5.8 | 1 | 0.1% | |
| 7.4 | 1 | 0.1% | |
| 8.3 | 1 | 0.1% | |
| 9.4 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 26.1 | 1 | 0.1% | |
| 25.3 | 1 | 0.1% | |
| 24.6 | 1 | 0.1% | |
| 24.3 | 2 | 0.2% | |
| 24 | 3 | 0.3% |
temp_MON
Numeric
| Distinct count | 382 |
|---|---|
| Unique (%) | 37.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.570919881 |
|---|---|
| Minimum | -21.8 |
| Maximum | 30 |
| Zeros (%) | 3.5% |
Quantile statistics
| Minimum | -21.8 |
|---|---|
| 5-th percentile | -11.15 |
| Q1 | 0 |
| Median | 9.3 |
| Q3 | 18.65 |
| 95-th percentile | 24.6 |
| Maximum | 30 |
| Range | 51.8 |
| Interquartile range | 18.65 |
Descriptive statistics
| Standard deviation | 11.52231434 |
|---|---|
| Coef of variation | 1.34434979 |
| Kurtosis | -0.9309663255 |
| Mean | 8.570919881 |
| MAD | 9.983450883 |
| Skewness | -0.2585312324 |
| Sum | 8665.2 |
| Variance | 132.7637278 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-21.8 -13.75 -5.75 -0.1 0.05 16.85 24.35 26.75 30. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 35 | 3.5% | |
| -1.3 | 9 | 0.9% | |
| 17.3 | 8 | 0.8% | |
| 20.9 | 7 | 0.7% | |
| 21.8 | 7 | 0.7% | |
| 23.1 | 7 | 0.7% | |
| -2.3 | 6 | 0.6% | |
| -3.3 | 6 | 0.6% | |
| 12.7 | 6 | 0.6% | |
| 0.6 | 6 | 0.6% | |
| Other values (372) | 914 | 90.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -21.8 | 1 | 0.1% | |
| -21.7 | 1 | 0.1% | |
| -20.3 | 1 | 0.1% | |
| -19 | 1 | 0.1% | |
| -18.8 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30 | 1 | 0.1% | |
| 29.9 | 1 | 0.1% | |
| 29.8 | 1 | 0.1% | |
| 28.6 | 1 | 0.1% | |
| 28.2 | 1 | 0.1% |
temp_PEU
Numeric
| Distinct count | 112 |
|---|---|
| Unique (%) | 11.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.45756677 |
|---|---|
| Minimum | 0 |
| Maximum | 22.8 |
| Zeros (%) | 5.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.95 |
| Q1 | 15.8 |
| Median | 17.3 |
| Q3 | 18.7 |
| 95-th percentile | 20.5 |
| Maximum | 22.8 |
| Range | 22.8 |
| Interquartile range | 2.9 |
Descriptive statistics
| Standard deviation | 4.343707138 |
|---|---|
| Coef of variation | 0.2639337394 |
| Kurtosis | 7.694887231 |
| Mean | 16.45756677 |
| MAD | 2.617947973 |
| Skewness | -2.67974589 |
| Sum | 16638.6 |
| Variance | 18.8677917 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 3.95 10.15 12.65 13.55 15.65 18.95 19.85 21.35 22.8 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 51 | 5.0% | |
| 17.2 | 34 | 3.4% | |
| 18.6 | 26 | 2.6% | |
| 16.8 | 24 | 2.4% | |
| 17.9 | 23 | 2.3% | |
| 18.4 | 23 | 2.3% | |
| 17.3 | 23 | 2.3% | |
| 17.7 | 22 | 2.2% | |
| 18.8 | 22 | 2.2% | |
| 17.8 | 21 | 2.1% | |
| Other values (102) | 742 | 73.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 51 | 5.0% | |
| 7.9 | 1 | 0.1% | |
| 8.6 | 1 | 0.1% | |
| 8.8 | 1 | 0.1% | |
| 9.2 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22.8 | 1 | 0.1% | |
| 22.3 | 2 | 0.2% | |
| 22.2 | 1 | 0.1% | |
| 22.1 | 1 | 0.1% | |
| 21.9 | 2 | 0.2% |
temp_PHO
Numeric
| Distinct count | 300 |
|---|---|
| Unique (%) | 29.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 25.54737883 |
|---|---|
| Minimum | 5.2 |
| Maximum | 40.7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5.2 |
|---|---|
| 5-th percentile | 11.9 |
| Q1 | 18.9 |
| Median | 25.5 |
| Q3 | 33.15 |
| 95-th percentile | 37.3 |
| Maximum | 40.7 |
| Range | 35.5 |
| Interquartile range | 14.25 |
Descriptive statistics
| Standard deviation | 8.266911293 |
|---|---|
| Coef of variation | 0.3235913691 |
| Kurtosis | -1.055150845 |
| Mean | 25.54737883 |
| MAD | 7.129918278 |
| Skewness | -0.169760944 |
| Sum | 25828.4 |
| Variance | 68.34182233 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 5.2 9.55 13.25 32.35 36.95 38.45 40.7 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 24.6 | 10 | 1.0% | |
| 32.6 | 9 | 0.9% | |
| 35.7 | 9 | 0.9% | |
| 34.8 | 9 | 0.9% | |
| 34.7 | 9 | 0.9% | |
| 33.1 | 9 | 0.9% | |
| 18.9 | 8 | 0.8% | |
| 20.9 | 8 | 0.8% | |
| 22.2 | 8 | 0.8% | |
| 32.4 | 8 | 0.8% | |
| Other values (290) | 924 | 91.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5.2 | 1 | 0.1% | |
| 5.6 | 1 | 0.1% | |
| 5.9 | 1 | 0.1% | |
| 6.1 | 1 | 0.1% | |
| 6.3 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 40.7 | 1 | 0.1% | |
| 40.6 | 1 | 0.1% | |
| 40.5 | 1 | 0.1% | |
| 40.3 | 1 | 0.1% | |
| 40 | 1 | 0.1% |
temp_SDO
Numeric
| Distinct count | 152 |
|---|---|
| Unique (%) | 15.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 18.56587537 |
|---|---|
| Minimum | 9.7 |
| Maximum | 28.4 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 9.7 |
|---|---|
| 5-th percentile | 13.55 |
| Q1 | 16.4 |
| Median | 18.2 |
| Q3 | 20.85 |
| 95-th percentile | 23.85 |
| Maximum | 28.4 |
| Range | 18.7 |
| Interquartile range | 4.45 |
Descriptive statistics
| Standard deviation | 3.255966754 |
|---|---|
| Coef of variation | 0.1753737268 |
| Kurtosis | -0.2880539248 |
| Mean | 18.56587537 |
| MAD | 2.654024132 |
| Skewness | 0.151050751 |
| Sum | 18770.1 |
| Variance | 10.60131951 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 9.7 11. 13.55 15.95 17.75 21.95 23.85 25.5 28.4 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 16.6 | 24 | 2.4% | |
| 16.9 | 22 | 2.2% | |
| 17.1 | 20 | 2.0% | |
| 17.7 | 19 | 1.9% | |
| 17.3 | 19 | 1.9% | |
| 19.9 | 18 | 1.8% | |
| 17.4 | 17 | 1.7% | |
| 17.6 | 17 | 1.7% | |
| 16.4 | 16 | 1.6% | |
| 16.1 | 15 | 1.5% | |
| Other values (142) | 824 | 81.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 9.7 | 1 | 0.1% | |
| 10 | 1 | 0.1% | |
| 10.6 | 1 | 0.1% | |
| 10.9 | 1 | 0.1% | |
| 11.1 | 2 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 28.4 | 1 | 0.1% | |
| 28.2 | 1 | 0.1% | |
| 28.1 | 1 | 0.1% | |
| 27.9 | 1 | 0.1% | |
| 27.7 | 1 | 0.1% |
temp_TOR
Highly correlated
This variable is highly correlated with temp_MON and should be ignored for analysis
| Correlation | 0.9020876494 |
|---|
temp_TUL
Highly correlated
This variable is highly correlated with temp_DAL and should be ignored for analysis
| Correlation | 0.9617851125 |
|---|
temp_VAN
Numeric
| Distinct count | 242 |
|---|---|
| Unique (%) | 23.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.9 |
|---|---|
| Minimum | -5.2 |
| Maximum | 22.7 |
| Zeros (%) | 1.3% |
Quantile statistics
| Minimum | -5.2 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6.5 |
| Median | 10.6 |
| Q3 | 16.3 |
| 95-th percentile | 19.7 |
| Maximum | 22.7 |
| Range | 27.9 |
| Interquartile range | 9.8 |
Descriptive statistics
| Standard deviation | 6.119460922 |
|---|---|
| Coef of variation | 0.5614184332 |
| Kurtosis | -0.8071231357 |
| Mean | 10.9 |
| MAD | 5.188130564 |
| Skewness | -0.2180356236 |
| Sum | 11019.9 |
| Variance | 37.44780198 |
| Memory size | 8.0 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-5.2 -0.05 0.05 2.55 5.95 10.75 14.65 19.55 21.15 22.7 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 13 | 1.3% | |
| 14.8 | 11 | 1.1% | |
| 17.8 | 10 | 1.0% | |
| 16.4 | 10 | 1.0% | |
| 9.2 | 10 | 1.0% | |
| 6.9 | 10 | 1.0% | |
| 9.3 | 10 | 1.0% | |
| 18.2 | 10 | 1.0% | |
| 10.3 | 9 | 0.9% | |
| 9.7 | 9 | 0.9% | |
| Other values (232) | 909 | 89.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -5.2 | 1 | 0.1% | |
| -4.2 | 1 | 0.1% | |
| -4 | 1 | 0.1% | |
| -3.9 | 1 | 0.1% | |
| -3.7 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22.7 | 2 | 0.2% | |
| 22.5 | 3 | 0.3% | |
| 22.2 | 1 | 0.1% | |
| 22.1 | 2 | 0.2% | |
| 21.9 | 1 | 0.1% |
UD_ind_copper
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 660 | 65.3% | |
| 1 | 351 | 34.7% |
UD_ind_live_cattle
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 655 | 64.8% | |
| 1 | 356 | 35.2% |
UD_ind_lumber
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 664 | 65.7% | |
| 1 | 347 | 34.3% |
UD_ind_OJ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 674 | 66.7% | |
| 1 | 337 | 33.3% |
UD_ind_us_cotton
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 671 | 66.4% | |
| 1 | 340 | 33.6% |
UD_ind_us_soybean_oil
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 683 | 67.6% | |
| 1 | 328 | 32.4% |
UD_ind_us_wheat
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 675 | 66.8% | |
| 1 | 336 | 33.2% |
UD_ind_WTI
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 607 | 60.0% | |
| 1 | 404 | 40.0% |
Vol_Copper
Categorical
| Distinct count | 347 |
|---|---|
| Unique (%) | 34.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.32K | 19 |
| 0.37K | 12 |
| Other values (344) |
| Value | Count | Frequency (%) | |
| 0 | 313 | 31.0% | |
| 0.32K | 19 | 1.9% | |
| 0.37K | 12 | 1.2% | |
| 0.35K | 11 | 1.1% | |
| 0.41K | 11 | 1.1% | |
| 0.38K | 11 | 1.1% | |
| 0.42K | 10 | 1.0% | |
| 0.22K | 9 | 0.9% | |
| 0.29K | 9 | 0.9% | |
| 0.00K | 8 | 0.8% | |
| Other values (337) | 598 | 59.1% |
| Max length | 7 |
|---|---|
| Mean length | 3.887240356 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Vol_Live_Cattle
Categorical
| Distinct count | 616 |
|---|---|
| Unique (%) | 60.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 3.28K | 4 |
| 0.60K | 3 |
| Other values (613) |
| Value | Count | Frequency (%) | |
| 0 | 314 | 31.1% | |
| 3.28K | 4 | 0.4% | |
| 0.60K | 3 | 0.3% | |
| 1.33K | 3 | 0.3% | |
| 7.95K | 3 | 0.3% | |
| 1.02K | 3 | 0.3% | |
| 1.76K | 3 | 0.3% | |
| 2.26K | 3 | 0.3% | |
| 2.08K | 3 | 0.3% | |
| 2.63K | 3 | 0.3% | |
| Other values (606) | 669 | 66.2% |
| Max length | 7 |
|---|---|
| Mean length | 4.118694362 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Vol_Lumber
Categorical
| Distinct count | 107 |
|---|---|
| Unique (%) | 10.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.36K | 20 |
| 0.24K | 18 |
| Other values (104) |
| Value | Count | Frequency (%) | |
| 0 | 315 | 31.2% | |
| 0.36K | 20 | 2.0% | |
| 0.24K | 18 | 1.8% | |
| 0.43K | 17 | 1.7% | |
| 0.21K | 17 | 1.7% | |
| 0.53K | 17 | 1.7% | |
| 0.27K | 16 | 1.6% | |
| 0.33K | 14 | 1.4% | |
| 0.63K | 14 | 1.4% | |
| 0.19K | 14 | 1.4% | |
| Other values (97) | 549 | 54.3% |
| Max length | 5 |
|---|---|
| Mean length | 3.753709199 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Vol_OJ
Categorical
| Distinct count | 175 |
|---|---|
| Unique (%) | 17.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.01K | 27 |
| 0.00K | 19 |
| Other values (172) |
| Value | Count | Frequency (%) | |
| 0 | 361 | 35.7% | |
| 0.01K | 27 | 2.7% | |
| 0.00K | 19 | 1.9% | |
| 0.73K | 14 | 1.4% | |
| 0.59K | 12 | 1.2% | |
| 0.58K | 10 | 1.0% | |
| 0.02K | 10 | 1.0% | |
| 0.70K | 10 | 1.0% | |
| 0.74K | 10 | 1.0% | |
| 0.69K | 9 | 0.9% | |
| Other values (165) | 529 | 52.3% |
| Max length | 5 |
|---|---|
| Mean length | 3.571711177 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Vol_US_Cotton_2
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Vol_US_Soybean_Oil
Categorical
| Distinct count | 603 |
|---|---|
| Unique (%) | 59.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 0.11K | 5 |
| 0.16K | 5 |
| Other values (600) |
| Value | Count | Frequency (%) | |
| 0 | 329 | 32.5% | |
| 0.11K | 5 | 0.5% | |
| 0.16K | 5 | 0.5% | |
| 0.10K | 4 | 0.4% | |
| 0.08K | 4 | 0.4% | |
| 0.04K | 4 | 0.4% | |
| 0.32K | 4 | 0.4% | |
| 0.68K | 4 | 0.4% | |
| 0.03K | 4 | 0.4% | |
| 0.69K | 3 | 0.3% | |
| Other values (593) | 645 | 63.8% |
| Max length | 7 |
|---|---|
| Mean length | 4.173095945 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Vol_US_Wheat
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
Vol_WTI
Categorical
| Distinct count | 684 |
|---|---|
| Unique (%) | 67.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1.03M | 3 |
| 1.01M | 3 |
| Other values (681) |
| Value | Count | Frequency (%) | |
| 0 | 314 | 31.1% | |
| 1.03M | 3 | 0.3% | |
| 1.01M | 3 | 0.3% | |
| 597.16K | 2 | 0.2% | |
| 1.07M | 2 | 0.2% | |
| 687.47K | 2 | 0.2% | |
| 1.02M | 2 | 0.2% | |
| 1.14M | 2 | 0.2% | |
| 1.00M | 2 | 0.2% | |
| 670.81K | 2 | 0.2% | |
| Other values (674) | 677 | 67.0% |
| Max length | 7 |
|---|---|
| Mean length | 5.056379822 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
First rows
| Change_%_Copper | Change_%_Live_Cattle | Change_%_Lumber | Change_%_WTI | Change_OJ | Change_US_Cotton_2 | Change_US_Soybean_Oil | Change_US_Wheat | date | precip_DAL | precip_GUA | precip_HUS | precip_JUA | precip_LEO | precip_MEX | precip_MON | precip_PHO | precip_PUE | precip_SDO | precip_TOR | precip_TUL | precip_VAN | temp_DAL | temp_GUA | temp_HUS | temp_JUA | temp_LEO | temp_MEX | temp_MON | temp_PEU | temp_PHO | temp_SDO | temp_TOR | temp_TUL | temp_VAN | UD_ind_copper | UD_ind_live_cattle | UD_ind_lumber | UD_ind_OJ | UD_ind_us_cotton | UD_ind_us_soybean_oil | UD_ind_us_wheat | UD_ind_WTI | Vol_Copper | Vol_Live_Cattle | Vol_Lumber | Vol_OJ | Vol_US_Cotton_2 | Vol_US_Soybean_Oil | Vol_US_Wheat | Vol_WTI | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2017-01-01 | 2.5 | 0.0 | 0.8 | 4.6 | 0.0 | 0.0 | 1.7 | 5.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 12.5 | 0.0 | 19.6 | 10.3 | 0.0 | 16.7 | -2.0 | 14.6 | 13.3 | 12.2 | 1.3 | 3.3 | -0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 0 | 0 | 0 | 0.58% | 0 | 0 | 0 | 0 | 2017-01-02 | 9.9 | 0.0 | 26.7 | 0.0 | 0.0 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 17.9 | 0.0 | 21.0 | 7.8 | 0.0 | 18.2 | -0.8 | 18.2 | 11.5 | 13.6 | 3.1 | 11.4 | -2.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | -0.68% | -3.47% | -0.38% | -3.15% | -0.56% | 1.50% | 0.44% | -0.34% | 2017-01-03 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10.3 | 0.0 | 0.0 | 0.0 | 11.3 | 0.0 | 0.0 | 12.6 | 20.5 | 17.3 | 9.6 | 0.0 | 16.0 | -2.4 | 15.8 | 11.2 | 13.6 | 3.6 | 6.7 | -3.7 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.59K | 29.26K | 0.33K | 0.03K | 0 | 3.98K | 0 | 727.79K |
| 3 | 2.70% | 0.70% | -0.16% | 1.78% | -0.48% | 2.40% | 1.19% | 2.86% | 2017-01-04 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 13.3 | 0.0 | 0.0 | 0.0 | 0.6 | 0.0 | 0.0 | 2.8 | 16.2 | 11.1 | 13.2 | 0.0 | 16.8 | -1.2 | 16.1 | 12.8 | 13.6 | -1.9 | -2.8 | -3.1 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.74K | 25.29K | 0.16K | 0.01K | 0 | 2.78K | 0 | 512.64K |
| 4 | -0.71% | -0.52% | 0.13% | 0.94% | -2.63% | 0.46% | 0.06% | 1.79% | 2017-01-05 | 0.0 | 0.0 | 0.5 | 0.0 | 0.0 | 0.0 | 0.2 | 0.0 | 0.0 | 4.1 | 0.0 | 0.0 | 0.0 | 2.8 | 0.0 | 11.8 | 13.7 | 0.0 | 20.1 | -7.6 | 15.1 | 13.3 | 14.6 | -7.8 | -3.5 | -3.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.31K | 24.51K | 0.19K | 0.08K | 0 | 2.34K | 0 | 517.36K |
| 5 | 0.32% | -0.22% | -0.76% | 0.43% | -2.80% | 0.18% | -0.66% | -0.59% | 2017-01-06 | 0.5 | 0.0 | 2.8 | 0.0 | 0.0 | 0.0 | 0.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3 | 0.0 | -3.3 | 0.0 | 5.6 | 11.9 | 0.0 | 18.9 | -9.8 | 14.8 | 15.4 | 14.9 | -8.9 | -7.6 | 0.6 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.34K | 24.09K | 0.22K | 0.05K | 0 | 1.95K | 0 | 528.33K |
| 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2017-01-07 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -4.7 | 0.0 | -0.7 | 1.6 | 0.0 | 16.5 | -12.6 | 15.1 | 11.9 | 14.7 | -9.1 | -6.7 | -1.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2017-01-08 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 11.0 | 1.2 | 0.0 | 2.5 | 5.8 | 0.0 | 0.0 | -14.4 | 12.1 | 15.1 | 17.0 | -9.7 | -2.3 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | -0.32% | 1.48% | -2.59% | -3.76% | -1.97% | -1.26% | 1.44% | 1.00% | 2017-01-09 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.6 | 0.0 | 0.0 | 2.6 | 8.9 | 0.0 | 12.3 | 10.3 | 0.0 | 9.4 | -13.5 | 10.1 | 16.1 | 16.8 | -4.9 | 3.3 | 3.4 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.24K | 28.36K | 0.24K | 0.03K | 0 | 1.68K | 0 | 564.89K |
| 9 | 2.89% | 2.57% | 0.62% | -2.19% | -0.36% | 0.10% | 0.45% | -0.06% | 2017-01-10 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.3 | 0.0 | 0.0 | 0.0 | 18.3 | 0.0 | 0.0 | 19.3 | 13.9 | 20.1 | 17.4 | 0.0 | 13.8 | -2.8 | 9.2 | 14.3 | 15.3 | 2.7 | 15.6 | -0.5 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.61K | 47.20K | 0.15K | 0 | 0 | 0.53K | 0 | 632.57K |
Last rows
| Change_%_Copper | Change_%_Live_Cattle | Change_%_Lumber | Change_%_WTI | Change_OJ | Change_US_Cotton_2 | Change_US_Soybean_Oil | Change_US_Wheat | date | precip_DAL | precip_GUA | precip_HUS | precip_JUA | precip_LEO | precip_MEX | precip_MON | precip_PHO | precip_PUE | precip_SDO | precip_TOR | precip_TUL | precip_VAN | temp_DAL | temp_GUA | temp_HUS | temp_JUA | temp_LEO | temp_MEX | temp_MON | temp_PEU | temp_PHO | temp_SDO | temp_TOR | temp_TUL | temp_VAN | UD_ind_copper | UD_ind_live_cattle | UD_ind_lumber | UD_ind_OJ | UD_ind_us_cotton | UD_ind_us_soybean_oil | UD_ind_us_wheat | UD_ind_WTI | Vol_Copper | Vol_Live_Cattle | Vol_Lumber | Vol_OJ | Vol_US_Cotton_2 | Vol_US_Soybean_Oil | Vol_US_Wheat | Vol_WTI | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2019-11-24 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 11.3 | 17.0 | 13.4 | 10.1 | 0.0 | 16.3 | 0.0 | 16.0 | 15.8 | 16.9 | 2.9 | 8.3 | 7.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1002 | 0.11% | 0.86% | 2.66% | 0.42% | 1.43% | 1.39% | -1.42% | 2.80% | 2019-11-25 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.8 | 15.9 | 17.1 | 17.4 | 13.1 | 0.0 | 0.0 | 3.0 | 16.5 | 14.7 | 15.6 | 5.1 | 11.6 | 4.9 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 45.08K | 13.19K | 0.81K | 0.50K | 0 | 56.12K | 0 | 420.64K |
| 1003 | 1.31% | 0.58% | -1.99% | 0.69% | 0.20% | 0.12% | -0.72% | -0.23% | 2019-11-26 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.8 | 18.4 | 19.1 | 23.9 | 14.7 | 0.0 | 18.0 | 6.8 | 16.4 | 13.7 | 16.1 | 8.0 | 13.5 | 3.8 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 48.30K | 9.40K | 0.79K | 0.65K | 0 | 49.60K | 0 | 443.82K |
| 1004 | -0.04% | 0.85% | 0.78% | -0.51% | 0.05% | 0.02% | 0.50% | -0.87% | 2019-11-27 | 0.0 | 0.0 | 0.3 | 21.6 | 0.0 | 0.0 | 14.5 | 0.0 | 0.0 | 7.1 | 5.7 | 0.0 | 0.0 | 11.4 | 20.3 | 21.7 | 7.6 | 21.3 | 20.5 | 3.0 | 18.2 | 11.9 | 15.5 | 7.9 | 7.1 | 4.2 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 77.57K | 15.22K | 0.35K | 0.46K | 0 | 22.89K | 0 | 454.26K |
| 1005 | -0.96% | 0 | 0 | -0.05% | 0 | 0 | -0.07% | 0.00% | 2019-11-28 | 11.9 | 0.0 | 0.0 | 2.3 | 0.0 | 0.0 | 2.1 | 0.3 | 0.0 | 34.8 | 0.0 | 6.6 | 0.0 | 8.8 | 19.6 | 18.9 | 5.9 | 21.9 | 18.2 | -0.6 | 17.3 | 16.5 | 12.7 | 2.2 | 5.0 | 0.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1006 | -0.30% | -0.19% | 0.12% | -5.01% | -1.20% | -0.85% | 0.23% | 3.04% | 2019-11-29 | 13.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 17.8 | 0.0 | 6.9 | 0.0 | 9.4 | 0.0 | 9.8 | 19.4 | 22.2 | 10.6 | 21.5 | 0.0 | -4.9 | 18.1 | 13.9 | 13.1 | -1.2 | 5.8 | -0.4 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 72.15K | 9.15K | 0.21K | 0.40K | 0 | 4.48K | 0 | 718.72K |
| 1007 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2019-11-30 | 2.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2 | 0.0 | 0.0 | 0.8 | 0.0 | 8.6 | 0.0 | 21.1 | 19.8 | 24.3 | 9.5 | 0.0 | 18.7 | -7.9 | 17.4 | 10.3 | 13.5 | -1.8 | 11.7 | -0.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1008 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2019-12-01 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 13.0 | 0.0 | 6.4 | 11.9 | 19.9 | 18.3 | 7.2 | 0.0 | 21.3 | -8.7 | 17.6 | 11.2 | 14.4 | -1.7 | 6.3 | -0.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1009 | -0.41% | -0.37% | -1.82% | 1.43% | -2.18% | -0.70% | -1.54% | -0.85% | 2019-12-02 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.9 | 0.0 | 9.6 | 9.1 | 19.1 | 12.6 | 7.6 | 0.0 | 16.3 | -4.9 | 17.3 | 13.4 | 14.6 | -1.9 | 3.4 | 3.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 64.21K | 9.93K | 0.32K | 1.51K | 0 | 7.88K | 0 | 616.42K |
| 1010 | -1.06% | -0.17% | -2.74% | 0.25% | 0.21% | -1.20% | 0.10% | -2.30% | 2019-12-03 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5 | 0.0 | 1.4 | 11.6 | 18.8 | 12.9 | 9.0 | 0.0 | 18.8 | -2.1 | 17.0 | 13.7 | 15.2 | -2.4 | 6.9 | 6.9 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 80.85K | 7.30K | 0.53K | 1.38K | 0 | 4.26K | 0 | 560.55K |